entity tracking

Hierarchical Long Video Understanding with Audiovisual Entity Cohesion and Agentic Search CVPR 2026 PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics AAAI 2026 A Morpheme-Aware Child-Inspired Language Model EMNLP 2025 Coreference as an indicator of context scope in multimodal narrative ACL 2025 EntitySAM: Segment Everything in Video CVPR 2025 Entity Tracking in Small Language Models: An Attention-Based Study of Parameter-Efficient Fine-Tuning EMNLP 2025 Predicting Implicit Arguments in Procedural Video Instructions ACL 2025 STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025 Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking ICLR 2024 OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024 Order-Based Pre-training Strategies for Procedural Text Understanding NAACL 2024 Representational Analysis of Binding in Language Models EMNLP 2024 CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023 Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023 Entity Tracking in Language Models ACL 2023 Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding EACL 2023 The Coreference under Transformation Labeling Dataset: Entity Tracking in Procedural Texts Using Event Models ACL 2023 Explicit Use of Topicality in Dialogue Response Generation NAACL 2022 When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it NAACL 2022 Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ACL 2021 Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events NAACL 2021